National Clinical Research Center for Mental Disorders, and Department of Psychiatry, The Second Xiangya Hospital of Central South University, Changsha 410011, Hunan, China.
Department of Radiology, Tianjin Medical University General Hospital, Tianjin 300000, China.
J Affect Disord. 2021 May 15;287:268-275. doi: 10.1016/j.jad.2021.03.038. Epub 2021 Mar 19.
Previous studies have revealed different neuroimaging features between melancholic and non-melancholic major depressive disorder (MDD). However, homotopic connectivity of melancholic and non-melancholic MDD remains unknown. The present study aimed to explore common and distinct homotopic connectivity patterns of melancholic and non-melancholic MDD and their associations with clinical characteristics.
Sixty-four patients with MDD and thirty-two healthy controls were scanned by resting-state functional magnetic resonance imaging (fMRI). Voxel-mirrored homotopic connectivity (VMHC) and pattern classification were applied to analyze the imaging data.
Relative to healthy controls, melancholic patients displayed decreased VMHC in the fusiform gyrus, posterior cingulate cortex (PCC), superior occipital gyrus (SOG), postcentral gyrus and precentral/postcentral gyrus, and non-melancholic patients displayed decreased VMHC in the PCC. Compared with non-melancholic patients, melancholic patients displayed reduced VMHC in the precentral gyrus and precentral/postcentral gyrus. Support vector machine (SVM) results exhibited VMHC in the precentral gyrus could distinguish melancholic patients from non-melancholic patients with more than 0.6 for specificity, sensitivity and accuracy.
The study demonstrated common and distinct homotopic connectivity patterns in melancholic and non-melancholic patients. Decreased VMHC in the PCC may be a state-related change for depression, and reduced VMHC in the precentral gyrus and postcentral gyrus may be a distinctive neurobiological feature for melancholic MDD. VMHC in precentral gyrus might be served as potential imaging markers to discriminate melancholic patients from non-melancholic MDD.
先前的研究揭示了单相和双相抑郁障碍(MDD)患者之间存在不同的神经影像学特征。然而,单相和双相 MDD 患者的同源连接尚不清楚。本研究旨在探讨单相和双相 MDD 患者的常见和独特的同源连接模式及其与临床特征的关系。
对 64 例 MDD 患者和 32 名健康对照者进行静息态功能磁共振成像(fMRI)扫描。采用体素镜像同伦连接(VMHC)和模式分类方法分析影像学数据。
与健康对照组相比,单相抑郁患者的梭状回、后扣带回皮质(PCC)、顶枕叶(SOG)、中央后回和中央前回/中央后回的 VMHC 降低,而非单相抑郁患者的 PCC 降低。与非单相抑郁患者相比,单相抑郁患者的中央前回和中央前回/中央后回的 VMHC 降低。支持向量机(SVM)结果显示,中央前回的 VMHC 可以区分单相和非单相抑郁患者,特异性、敏感性和准确性均超过 0.6。
本研究表明单相和双相 MDD 患者存在共同和独特的同源连接模式。PCC 区的 VMHC 降低可能是与抑郁状态相关的变化,而中央前回和中央后回的 VMHC 降低可能是单相 MDD 的独特神经生物学特征。中央前回的 VMHC 可能是区分单相 MDD 和非单相 MDD 的潜在影像学标志物。